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Data Engineering
Join discussions on data engineering best practices, architectures, and optimization strategies within the Databricks Community. Exchange insights and solutions with fellow data engineers.
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Forum Posts

sanjay
by Valued Contributor II
  • 3299 Views
  • 2 replies
  • 1 kudos

Resolved! How can I prioritize message in autoloader

Hi,I am using autoloader, it picks data from AWS S3 and stores in delta table. In case there are large number of messages, I like to process messages by priority. Is it possible to prioritize messages in autoloader.Regards,Sanjay

  • 3299 Views
  • 2 replies
  • 1 kudos
Latest Reply
sanjay
Valued Contributor II
  • 1 kudos

Thank you Sandeep. Other option is I can keep messages in 2 different folders in S3. Can autoloader read message from multiple folders

  • 1 kudos
1 More Replies
pauloquantile
by Databricks Partner
  • 7038 Views
  • 8 replies
  • 0 kudos

Resolved! Disable scheduling of notebooks

Hi,We are wondering if it is possible to disable the possibility to disable scheduling of a notebook. A client wants to allow many analysts access to databricks, but a concern is the possibility of setting schedules (the fastest is every minute!). Is...

  • 7038 Views
  • 8 replies
  • 0 kudos
Latest Reply
Anonymous
Not applicable
  • 0 kudos

Hi @Paulo Rijnberg​ Thank you for your question! To assist you better, please take a moment to review the answer and let me know if it best fits your needs.Please help us select the best solution by clicking on "Select As Best" if it does.Your feedba...

  • 0 kudos
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deep_thought
by Contributor
  • 31260 Views
  • 16 replies
  • 9 kudos

Resolved! Schedule job to run sequentially after another job

Is there a way to schedule a job to run after some other job is complete?E.g. Schedule Job A, then upon it's completion run Job B.

  • 31260 Views
  • 16 replies
  • 9 kudos
Latest Reply
claytonseverson
Databricks Employee
  • 9 kudos

Here is the User Guide for Jobs-as-Tasks - https://docs.google.com/document/d/1OJsc-g7IwAJjYooCp7T01Rxyt_xFkMPjmAAGdDGPkY4/edit#heading=h.oudvb5fyfd0n

  • 9 kudos
15 More Replies
vladcrisan
by New Contributor II
  • 6647 Views
  • 5 replies
  • 1 kudos

Can Spark History server be created in Databricks?

We have a Spark pipeline producing more than 3k Spark jobs. After the pipeline finishes and the cluster shuts down, only a subset (<1k) of these can be recovered from the Spark UI.We would like to have access to the full Spark UI after the pipeline t...

  • 6647 Views
  • 5 replies
  • 1 kudos
Latest Reply
Sandeep
Databricks Employee
  • 1 kudos

@Vlad Crisan​ , you can use the Databricks clusters to replay the events. Please follow this kb: https://kb.databricks.com/clusters/replay-cluster-spark-eventsNote: Please spin up a cluster with version 10.4 LTS.

  • 1 kudos
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yunna_wei
by Databricks Employee
  • 1927 Views
  • 0 replies
  • 3 kudos

In any Spark application, Spark driver plays a critical role and performs the following functions: 1. Initiating a Spark Session 2. Communicating with...

In any Spark application, Spark driver plays a critical role and performs the following functions:1. Initiating a Spark Session2. Communicating with the cluster manager to request resources (CPU, memory, etc) from the cluster manager for Spark's exec...

  • 1927 Views
  • 0 replies
  • 3 kudos
nav
by New Contributor II
  • 7344 Views
  • 8 replies
  • 0 kudos

R packages not getting installed on cluster when creating cluster from dockerfile

I'm trying to use dockerfile to create a cluster which has Robyn (https://facebookexperimental.github.io/Robyn/) and other R libraries installed. But it is failing to install the R libraries to the cluster. When I run the container in interactive mod...

  • 7344 Views
  • 8 replies
  • 0 kudos
Latest Reply
workingtogetdbw
New Contributor II
  • 0 kudos

What there has been no answer here!  @Debayan Mukherjee​ @Vartika Nain​ So I am running into this same problem as the idea of having to wait 45 minutes for libraries to install is absolutely wild as well as I have done everything outside of working w...

  • 0 kudos
7 More Replies
Dave_Nithio
by Contributor II
  • 10583 Views
  • 1 replies
  • 3 kudos

Delta Live Table Schema Error

I'm using Delta Live Tables to load a set of csv files in a directory. I am pre-defining the schema to avoid issues with schema inference. This works with autoloader on a regular delta table, but is failing for Delta Live Tables. Below is an example ...

  • 10583 Views
  • 1 replies
  • 3 kudos
Latest Reply
shagun
New Contributor III
  • 3 kudos

i was facing similar issue in loading json files through autoloader for delta live tables.Was able to fix with this option .option("cloudFiles.inferColumnTypes", "True")From the docs "For formats that don’t encode data types (JSON and CSV), Auto Load...

  • 3 kudos
Kannan1206
by New Contributor II
  • 2835 Views
  • 4 replies
  • 0 kudos

Databricks Certification Exam Got Suspended. Need help in resolving the issue

Hi Team,I have taken online exam for Databricks Certified Associate Developer for Apache Spark 3.0 - Python on 21-May-2023 6:30 , In between the exam my session got suspended. by proctor eventhough I was in my seat and looking at camera . Again I cou...

  • 2835 Views
  • 4 replies
  • 0 kudos
Latest Reply
Kannan1206
New Contributor II
  • 0 kudos

Hi @Vidula Khanna​ , I got the relevant details from the team , was able to complete the certification as well . Thanks for help .

  • 0 kudos
3 More Replies
sindh
by New Contributor II
  • 2695 Views
  • 3 replies
  • 0 kudos

session suspended , for the databricks exam , how to restart it.

session suspended , please enable launch option

  • 2695 Views
  • 3 replies
  • 0 kudos
Latest Reply
Anonymous
Not applicable
  • 0 kudos

Hi @sindhu goyal​ Thank you for your question! To assist you better, please take a moment to review the answer and let me know if it best fits your needs.Please help us select the best solution by clicking on "Select As Best" if it does.Your feedback...

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Enzo_Bahrami
by New Contributor III
  • 4809 Views
  • 2 replies
  • 0 kudos

Resolved! Input File Path from Autoloader in Delta Live Tables

Hello everyone!I was wondering if there is any way to get the subdirectories in which the file resides while loading while loading using Autoloader with DLT. For example:def customer(): return (  spark.readStream.format('cloudfiles')    .option('clou...

  • 4809 Views
  • 2 replies
  • 0 kudos
Latest Reply
Anonymous
Not applicable
  • 0 kudos

Hi @Parsa Bahraminejad​ We haven't heard from you since the last response from @Vigneshraja Palaniraj​ ​, and I was checking back to see if her suggestions helped you.Or else, If you have any solution, please share it with the community, as it can be...

  • 0 kudos
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ros
by New Contributor III
  • 3697 Views
  • 2 replies
  • 2 kudos

merge vs MERGE INTO

from 10.4 LTS version we have low shuffle merge, so merge is more faster. But what about MERGE INTO function that we run in sql notebook of databricks. Is there any performance difference when we use databrciks pyspark ".merge" function vs databricks...

  • 3697 Views
  • 2 replies
  • 2 kudos
Latest Reply
Anonymous
Not applicable
  • 2 kudos

Hi @Roshan RC​ Thank you for posting your question in our community! We are happy to assist you.To help us provide you with the most accurate information, could you please take a moment to review the responses and select the one that best answers you...

  • 2 kudos
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erickeniuk
by New Contributor II
  • 3429 Views
  • 2 replies
  • 1 kudos

Search for Databricks Jobs By Name

The Databricks CLI has the ability to list jobs by exact name using “Databricks jobs list —name my_job”. Is there a way to search for jobs using this same method, where I could put a partial name of a job and get all the jobs that match? Ex: “databri...

  • 3429 Views
  • 2 replies
  • 1 kudos
Latest Reply
Anonymous
Not applicable
  • 1 kudos

Hi @Eric Keniuk​ Thank you for posting your question in our community! We are happy to assist you.To help us provide you with the most accurate information, could you please take a moment to review the responses and select the one that best answers y...

  • 1 kudos
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Nishant1307056
by New Contributor
  • 1421 Views
  • 0 replies
  • 0 kudos

I have completed the "Lakehouse Fundamentals" course and assessment and received the certificate instantly. How long will it take for the Ba...

I have completed the "Lakehouse Fundamentals" course and assessment and received the certificate instantly. How long will it take for the Badge to generate or What is the process to get it?? 

image
  • 1421 Views
  • 0 replies
  • 0 kudos
vijaykumarbotla
by New Contributor III
  • 6686 Views
  • 5 replies
  • 1 kudos

Resolved! Getting error : Analysis Exception : olumn Is There a PO#17748 are ambiguous. It's probably because you joined several Datasets together, and some of these Datasets are the same. This column points to one of the Datasets but Spark.

AnalysisException: Column Is There a PO#17748 are ambiguous. It's probably because you joined several Datasets together, and some of these Datasets are the same. This column points to one of the Datasets but Spark is unable to figure out which one. ...

  • 6686 Views
  • 5 replies
  • 1 kudos
Latest Reply
vijaykumarbotla
New Contributor III
  • 1 kudos

Hi All,the solution for this problem is very strange.this has caused due to the version of the Databricks runtime.We are using Runtime version 7.0 with Apache Spark 3.0.0 version.In PRD we are using Runtime version 11.3LTS with Apache Spark 3.3.0 ver...

  • 1 kudos
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darioAnt
by New Contributor II
  • 2585 Views
  • 1 replies
  • 2 kudos

Filtering delta table by CONCAT of a partition column and a non-partition one

Hi,I know how filtering a delta table on a partition column is a very powerful time-saving approach, but what if this column appears as a CONCAT in the where-clause?I explain my case: I have a delta table with only one partition column, say called co...

  • 2585 Views
  • 1 replies
  • 2 kudos
Latest Reply
darioAnt
New Contributor II
  • 2 kudos

I did myself a test and the answer is no:with a Concat filter, spark sql does not know I am using a partition-based column, so it scan all the table.

  • 2 kudos
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